0
STARSTRUKK (feat. Katy Perry)
3OH!3
1
My First Kiss (feat. Ke$ha)
3OH!3
2
I Need A Dollar
Aloe Blacc
3
Airplanes (feat. Hayley Williams of Paramore)
B.o.B
4
Nothin' on You (feat. Bruno Mars)
B.o.B
5
Magic (feat. Rivers Cuomo)
B.o.B
6
The Time (Dirty Bit)
Black Eyed Peas
7
Imma Be
Black Eyed Peas
8
Talking to the Moon
Bruno Mars
9
Just the Way You Are
Bruno Mars
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RangeIndex: 1003 entries, 0 to 1002
Data columns (total 17 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 title 1000 non-null object
1 artist 1000 non-null object
2 top genre 1000 non-null object
3 year released 1000 non-null float64
4 added 1000 non-null object
5 bpm 1000 non-null float64
6 nrgy 1000 non-null float64
7 dnce 1000 non-null float64
8 dB 1000 non-null float64
9 live 1000 non-null float64
10 val 1000 non-null float64
11 dur 1000 non-null float64
12 acous 1000 non-null float64
13 spch 1000 non-null float64
14 pop 1000 non-null float64
15 top year 1000 non-null float64
16 artist type 1000 non-null object
dtypes: float64(12), object(5)
memory usage: 133.3+ KB
None
Total Number of NaN values:
title 3
artist 3
top genre 3
year released 3
added 3
bpm 3
nrgy 3
dnce 3
dB 3
live 3
val 3
dur 3
acous 3
spch 3
pop 3
top year 3
artist type 3
dtype: int64
0
STARSTRUKK (feat. Katy Perry)
3OH!3
1
My First Kiss (feat. Ke$ha)
3OH!3
2
I Need A Dollar
Aloe Blacc
3
Airplanes (feat. Hayley Williams of Paramore)
B.o.B
4
Nothin' on You (feat. Bruno Mars)
B.o.B
5
Magic (feat. Rivers Cuomo)
B.o.B
6
The Time (Dirty Bit)
Black Eyed Peas
7
Imma Be
Black Eyed Peas
8
Talking to the Moon
Bruno Mars
9
Just the Way You Are
Bruno Mars
2010
11
5
2011
nan
nan
2012
nan
nan
2013
nan
nan
2014
nan
nan
2015
nan
nan
2016
nan
nan
2017
8
nan
2018
7
nan
2019
nan
nan
86
If We Ever Meet Again (Featuring Katy Perry)
Timbaland
92
Say Aah (feat. Fabolous)
Trey Songz
99
BedRock
Young Money
178
Good Life
OneRepublic
982
Bohemian Rhapsody - Remastered 2011
Queen
178
Good Life
OneRepublic
982
Bohemian Rhapsody - Remastered 2011
Queen
2010
3
4
2011
nan
nan
2012
nan
nan
2013
nan
nan
2014
3
nan
2015
nan
nan
2016
nan
nan
2017
nan
nan
2018
nan
nan
2019
nan
nan
0
2010
56.74
1
2011
54.85
2
2012
53.29
3
2013
53.05
4
2014
50.95
5
2015
46.82
6
2016
46.92
7
2017
47.72
8
2018
47.56
9
2019
51.11
0
2010
76.65
1
2011
76.1
2
2012
74.07
3
2013
72.44
4
2014
71.03
5
2015
67.53
6
2016
65.8
7
2017
63.16
8
2018
65.45
9
2019
62.79
0
2010
65.29
1
2011
63.56
2
2012
64.01
3
2013
63.55
4
2014
65.88
5
2015
65.22
6
2016
64.53
7
2017
73.58
8
2018
70.8
9
2019
72.34
770
Slow Hands
Niall Horan
771
Magnolia
Playboi Carti
772
Chameleon
PNAU
773
Feel It Still
Portugal. The Man
774
Congratulations
Post Malone
775
I Fall Apart
Post Malone
776
Swang
Rae Sremmurd
777
Black Beatles
Rae Sremmurd
778
Chill Bill (feat. J. Davi$ & Spooks)
Rob $tone
779
Losin Control
Russ
106
856
Yes Indeed
153
923
Money
37
750
Gucci Gang
5
705
Caroline
46
764
Bad and Boujee (feat. Lil Uzi Vert)